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Principal component analysis of texture features for grading of meningioma: not effective from the peritumoral area but effective from the tumor area.

Naoko MoriShunji MugikuraToshiki EndoHidenori EndoYo OgumaLi LiAkira ItoMika WatanabeMasayuki KanamoriTeiji TominagaKei Takase
Published in: Neuroradiology (2022)
The model with PCs of ADC and CE-T1WI for the tumor area showed the highest diagnostic performance for differentiating between low- and non-low-grade meningiomas. Neither PHSI nor PCs in the peritumoral area showed added value.
Keyphrases
  • low grade
  • high grade
  • contrast enhanced
  • computed tomography